| Number of Variables | 12 |
|---|---|
| Number of Rows | 1539 |
| Missing Cells | 3261 |
| Missing Cells (%) | 17.7% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 410.0 KB |
| Average Row Size in Memory | 272.8 B |
| Variable Types |
|
| ID is uniformly distributed | Uniform |
|---|---|
| CapacityFactor has 1539 (100.0%) missing values | Missing |
| Generation(kWd) has 1539 (100.0%) missing values | Missing |
| Temp(°Cd) has 183 (11.89%) missing values | Missing |
| Angle is skewed | Skewed |
| Capacity is skewed | Skewed |
| Irradiance(kWd/m2) is skewed | Skewed |
| Date has a high cardinality: 112 distinct values | High Cardinality |
| Set has constant value "test" | Constant |
| Set has constant length 4 | Constant Length |
| Date has constant length 10 | Constant Length |
|---|---|
| CapacityFactor has all distinct values | Unique |
| Generation(kWd) has all distinct values | Unique |
| Angle has 550 (35.74%) negatives | Negatives |
| Angle has 332 (21.57%) zeros | Zeros |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 106191 |
| Mean | 4 |
|---|---|
| Standard Deviation | 0 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 4 |
| 1st row | test |
|---|---|
| 2nd row | test |
| 3rd row | test |
| 4th row | test |
| 5th row | test |
| Count | 6156 |
|---|---|
| Lowercase Letter | 6156 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 1539 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 24624 |
| Mean | 770 |
| Minimum | 1 |
| Maximum | 1539 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 77.9 |
| Q1 | 385.5 |
| Median | 770 |
| Q3 | 1154.5 |
| 95-th Percentile | 1462.1 |
| Maximum | 1539 |
| Range | 1538 |
| IQR | 769 |
| Mean | 770 |
|---|---|
| Standard Deviation | 444.4153 |
| Variance | 197505 |
| Sum | 1.185e+06 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5772 |
categorical
| Approximate Distinct Count | 112 |
|---|---|
| Approximate Unique (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 115425 |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | 2021-10-29 |
|---|---|
| 2nd row | 2021-10-29 |
| 3rd row | 2021-10-29 |
| 4th row | 2021-10-29 |
| 5th row | 2021-10-29 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 3078 |
| Decimal Number | 12312 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 107944 |
| Mean | 5.1391 |
|---|---|
| Standard Deviation | 0.3461 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 6 |
| 1st row | 24.98 |
|---|---|
| 2nd row | 25.11 |
| 3rd row | 25.11 |
| 4th row | 25.03 |
| 5th row | 24.107 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6370 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 109158 |
| Mean | 5.9279 |
|---|---|
| Standard Deviation | 0.2588 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 6 |
| 1st row | 121.03 |
|---|---|
| 2nd row | 121.26 |
| 3rd row | 121.26 |
| 4th row | 121.08 |
| 5th row | 120.44 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 7584 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 24624 |
| Mean | -17.3875 |
| Minimum | -160 |
| Maximum | 22 |
| Zeros | 332 |
| Zeros (%) | 21.6% |
| Negatives | 550 |
| Negatives (%) | 35.7% |
| Minimum | -160 |
|---|---|
| 5-th Percentile | -160 |
| Q1 | -2.62 |
| Median | 0 |
| Q3 | 4.63 |
| 95-th Percentile | 22 |
| Maximum | 22 |
| Range | 182 |
| IQR | 7.25 |
| Mean | -17.3875 |
|---|---|
| Standard Deviation | 47.8469 |
| Variance | 2289.3255 |
| Sum | -26759.33 |
| Skewness | -2.1267 |
| Kurtosis | 3.277 |
| Coefficient of Variation | -2.7518 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 124222 |
| Mean | 15.716 |
|---|---|
| Standard Deviation | 2.0826 |
| Median | 17 |
| Minimum | 12 |
| Maximum | 17 |
| 1st row | SEC-6M-60A-295 |
|---|---|
| 2nd row | MM60-6RT-300 |
| 3rd row | MM60-6RT-300 |
| 4th row | MM60-6RT-300 |
| 5th row | AUO PM060MW3 320W |
| Count | 10664 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 2198 |
| Uppercase Letter | 10664 |
| Dash Punctuation | 992 |
| Decimal Number | 10333 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 24624 |
| Mean | 335.6543 |
| Minimum | 99.2 |
| Maximum | 499.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 99.2 |
|---|---|
| 5-th Percentile | 99.2 |
| Q1 | 267.52 |
| Median | 314.88 |
| Q3 | 492.8 |
| 95-th Percentile | 499.8 |
| Maximum | 499.8 |
| Range | 400.6 |
| IQR | 225.28 |
| Mean | 335.6543 |
|---|---|
| Standard Deviation | 132.4862 |
| Variance | 17552.588 |
| Sum | 516572 |
| Skewness | -0.3129 |
| Kurtosis | -0.8659 |
| Coefficient of Variation | 0.3947 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 104652 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Count | 4617 |
|---|---|
| Lowercase Letter | 4617 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 104652 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Count | 4617 |
|---|---|
| Lowercase Letter | 4617 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 294 |
|---|---|
| Approximate Unique (%) | 19.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 24624 |
| Mean | 3.3784 |
| Minimum | 0.2611 |
| Maximum | 5.6111 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.2611 |
|---|---|
| 5-th Percentile | 0.7556 |
| Q1 | 2.2778 |
| Median | 3.8667 |
| Q3 | 4.525 |
| 95-th Percentile | 5.1194 |
| Maximum | 5.6111 |
| Range | 5.35 |
| IQR | 2.2472 |
| Mean | 3.3784 |
|---|---|
| Standard Deviation | 1.3991 |
| Variance | 1.9573 |
| Sum | 5199.4056 |
| Skewness | -0.5668 |
| Kurtosis | -0.9353 |
| Coefficient of Variation | 0.4141 |
numerical
| Approximate Distinct Count | 131 |
|---|---|
| Approximate Unique (%) | 9.7% |
| Missing | 183 |
| Missing (%) | 11.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 21696 |
| Mean | 18.8634 |
| Minimum | 12.3 |
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12.3 |
|---|---|
| 5-th Percentile | 14.4 |
| Q1 | 16.6 |
| Median | 18 |
| Q3 | 20.7 |
| 95-th Percentile | 25 |
| Maximum | 28 |
| Range | 15.7 |
| IQR | 4.1 |
| Mean | 18.8634 |
|---|---|
| Standard Deviation | 3.3494 |
| Variance | 11.2188 |
| Sum | 25578.8 |
| Skewness | 0.7031 |
| Kurtosis | -0.1952 |
| Coefficient of Variation | 0.1776 |